📰 Computational Linguistics 2020 — papers

The works of Computational Linguistics published in 2020 that our library holds (publisher: The MIT Press): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

All works of the year (22)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. A Graph-Based Framework for Structured Prediction Tasks in Sanskrit ↗Amrith Krishna, Bishal Santra, Ashim Gupta et al.
2. A Systematic Study of Inner-Attention-Based Sentence Representations in Multilingual Neural Machine Translation ↗Raúl Vázquez, Alessandro Raganato, Mathias Creutz et al.
3. Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust PipelinesAarne Ranta, Krasimir Angelov, Normunds Gruzitis et al.our summary
4. An Empirical Study on Crosslingual Transfer in Probabilistic Topic Models ↗Shudong Hao, Michael J. Paul
5. Corpora Annotated with Negation: An Overview ↗Salud María Jiménez-Zafra, Roser Morante, María Teresa Martín-Valdivia et al.
6. Data-Driven Sentence Simplification: Survey and BenchmarkFernando Alva-Manchego, Carolina Scarton, Lucia Speciaour summary
7. Efficient Outside Computation ↗Daniel Gildea
8. Fair Is Better than Sensational: Man Is to Doctor as Woman Is to Doctor ↗Malvina Nissim, Rik van Noord, Rob van der Goot
9. LINSPECTOR: Multilingual Probing Tasks for Word Representations ↗Gözde Gül Şahin, Clara Vania, Ilia Kuznetsov et al.
10. LessLex: Linking Multilingual Embeddings to SenSe Representations of LEXical Items ↗Davide Colla, Enrico Mensa, Daniele P. Radicioni
11. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity ↗Ivan Vulić, Simon Baker, Edoardo Maria Ponti et al.
12. Multilingual and Interlingual Semantic Representations for Natural Language Processing: A Brief Introduction ↗Marta R. Costa-jussà, Cristina España-Bonet, Pascale Fung et al.
13. On the Linguistic Representational Power of Neural Machine Translation Models ↗Yonatan Belinkov, Nadir Durrani, Fahim Dalvi et al.
14. Predicting In-Game Actions from Interviews of NBA Players ↗Nadav Oved, Amir Feder, Roi Reichart
15. Semantic Drift in Multilingual Representations ↗Lisa Beinborn, Rochelle Choenni
16. Sentence Meaning Representations Across Languages: What Can We Learn from Existing Frameworks? ↗Zdeněk Žabokrtský, Daniel Zeman, Magda Ševčíková
17. Sparse Transcription ↗Steven Bird
18. The Design and Implementation of XiaoIce, an Empathetic Social Chatbot ↗Li Zhou, Jianfeng Gao, Di Li et al.
19. The Limitations of Stylometry for Detecting Machine-Generated Fake News ↗Tal Schuster, Roei Schuster, Darsh J. Shah et al.
20. Tractable Lexical-Functional Grammar ↗Jürgen Wedekind, Ronald M. Kaplan
21. Unsupervised Word Translation with Adversarial Autoencoder ↗Tasnim Mohiuddin, Shafiq Joty
22. What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? ↗Miryam de Lhoneux, Sara Stymne, Joakim Nivre

📄 Works with our summary in our library (2)

The most cited first (OpenAlex citations plus our library's).

1. Data-Driven Sentence Simplification: Survey and BenchmarkComputational LinguisticsFernando Alva-Manchego, Carolina Scarton, Lucia Specia2020 · 213 citations
2. Abstract Syntax as Interlingua: Scaling Up the Grammatical Framework from Controlled Languages to Robust PipelinesAarne Ranta, Krasimir Angelov, Normunds Gruzitis, et al.2020 · 21 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🔁Machine translation (2)📏Evaluation & benchmarks (1)📐Syntax & grammar formalisms (1)

📚 Fields

🎭Arts and Humanities (2)🖥️Computer Science (2)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Imperial College LondonLondon · United Kingdom1 work here🎓Chalmers University of TechnologyGothenburg · Sweden1 work here🎓University of GothenburgGothenburg · Sweden1 work here🎓University of LatviaRiga · Latvia1 work here🎓University of SheffieldSheffield · United Kingdom1 work here

works and citations from OpenAlex and our library.

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